fuse_proj: Initial operational package for 3 researchers (Pavlenko/Blizno/Moroz)

Multimodal fusion research on StripNet+GTA-UAV proxy:
- 3 independent fusion tracks: condition-aware (A), token/bottleneck (B), role-aware (C)
- Shared interfaces, protocol, dataset audit, baseline benchmarks
- Canonical version-chain references to vault (SPEC, ANALYSIS, TRIAGE)
- Personalized task plans and decision tables for each researcher
- 3 generated DOCX task assignment files with milestones and DoD checklist
- Full modality dropout diagnostics and missing-modality robustness requirements
- Data contract, benchmark registry, experiment tracking infrastructure

Operational documents:
- docs/00_project/: MERIDIAN context, protocol, repository reuse guide, experiment specification
- docs/01_tasks/: Master assignment + 3 individual researcher tracks + joint integration
- docs/02_references/: Core literature, version-chain bases, code maps
- docs/03_codebase_guides/: Existing code snapshots from vault
- scripts/: gen_task_plans.js (DOCX generation), placeholder infrastructure
- vendor_reference/: Snapshots of caption_test, depth_edges_annotate, existing SOFIA/SegModel code
- reports/, results/, experiments/: Shared output structure for all 3 researchers

3 DOCX files generated from gen_task_plans.js (Times New Roman 14pt, GOST format):
- План_заданий_Павленко_БВ.docx (Condition-Aware track, fusion API owner)
- План_заданий_Близно_МВ.docx (Token/Bottleneck track, benchmark owner)
- План_заданий_Мороз_ЕС.docx (Role-Aware track, data contract owner)

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

experiments/README.md

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+# Эксперименты
+
+`experiment_registry.csv` является единым индексом запусков.
+
+Правила:
+
+1. Experiment ID создаётся до запуска.
+2. Статус: `planned`, `running`, `failed`, `completed`, `excluded`.
+3. Failed run не удаляется; причина указывается в `notes`.
+4. Config path и git commit обязательны для completed run.
+5. Метрики в registry переносятся из `eval_report.json`, а не вручную из консоли.
+6. Полные артефакты хранятся в `out/`, который не коммитится.
+7. Aggregated tables сохраняются в `results/`.

experiments/experiment_registry.csv

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+experiment_id,family,variant,seed,status,config_path,git_commit,r1,r5,r10,mrr,peak_vram_gb,latency_ms,notes
+FUS-B0-RGB-s42,baseline,rgb_only,42,planned,in/config_files/model.gin,,,,,,,,
+FUS-A-COND-s42,condition_aware,primary,42,planned,in/config_files/fusion_condition_aware.gin,,,,,,,,
+FUS-B-TOKEN-s42,token_bottleneck,primary,42,planned,in/config_files/fusion_token_bottleneck.gin,,,,,,,,
+FUS-C-ROLE-s42,role_aware,primary,42,planned,in/config_files/fusion_role_aware.gin,,,,,,,,

experiments/templates/DESIGN_REPORT_TEMPLATE.md

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+# Design report: <family>
+
+## BLUF
+
+## Исследовательская гипотеза
+
+## Evidence matrix
+
+## Входной contract
+
+## Три кандидата
+
+## Primary и fallback
+
+## Architecture diagram
+
+## Tensor table
+
+## Equations
+
+## Satellite pseudocode
+
+## UAV pseudocode
+
+## Params, FLOPs, VRAM
+
+## Diagnostics
+
+## Ablations
+
+## Risks
+
+## Falsification criteria

experiments/templates/RESULT_CARD.md

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+# Result card: <experiment_id>
+
+## Configuration
+
+| Field | Value |
+|---|---|
+| Commit | |
+| Seed | |
+| Dataset split | cross-area |
+| Fusion variant | |
+| Config snapshot | |
+| GPU | RTX 4090 24 GB |
+
+## Retrieval
+
+| Direction | R@1 | R@5 | R@10 | MRR | AP |
+|---|---:|---:|---:|---:|---:|
+| UAV -> satellite | | | | | |
+| Satellite -> UAV | | | | | |
+
+## Efficiency
+
+| Params | Trainable | Peak VRAM | Latency | Throughput |
+|---:|---:|---:|---:|---:|
+| | | | | |
+
+## Fusion diagnostics
+
+## Failure cases
+
+## Deviations from protocol
+
+## Verdict

experiments/templates/RUN_MANIFEST.json

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+{
+  "experiment_id": "",
+  "git_commit": "",
+  "seed": 42,
+  "dataset_split": "cross-area",
+  "dataset_root": "",
+  "annotation_root": "",
+  "caption_root": "",
+  "stripnet_checkpoint": "",
+  "fusion_variant": "",
+  "config_files": [],
+  "hardware": {
+    "gpu": "RTX 4090",
+    "vram_gb": 24,
+    "cuda": "",
+    "pytorch": ""
+  },
+  "status": "planned",
+  "notes": ""
+}